I have an object model in my jupiter notebook which uses opencv. This model is trained using custom dataset and YOLOv3. Now I want to integrate this model with my android Kotlin application. I have create basic pages for the kotlin app.

The idea of the appliccation

The app must be opened with a camera detect the object with the camera. Then the user will click on next which will redirect to another activity in the app.

The object detection

I have the YOLOV3_custom.cfg and yolov3_custom.weights. In my jupyter notebook I open the webcam of my computer using cv2. VideoCapture(0).
This will detect the image with bounding boxes.

The Kotlin app

I have created a basic kotlin app with different activities.

What needs to be done
The kotlin application must open a camera and detect the object. After detection on clicking next it must go to the next activity. Please help in doing this step. I know there is a need for tensorflow but I do not have an idea for using it.